Overview

Dataset Statistics

Number of Variables	47
Number of Rows	17576
Missing Cells	21298
Missing Cells (%)	2.6%
Duplicate Rows	0
Duplicate Rows (%)	0.0%
Total Size in Memory	3.3 MB
Average Row Size in Memory	196.0 B
Variable Types	DateTime: 2 Numerical: 36 Categorical: 9

Dataset Insights

fresh_snow_12h:cm and snow_depth:cm have similar distributions	Similar Distribution
fresh_snow_3h:cm and fresh_snow_6h:cm have similar distributions	Similar Distribution
precip_5min:mm and snow_melt_10min:mm have similar distributions	Similar Distribution
ceiling_height_agl:m has 4596 (26.15%) missing values	Missing
cloud_base_agl:m has 2804 (15.95%) missing values	Missing
snow_density:kgm3 has 13898 (79.07%) missing values	Missing
clear_sky_energy_1h:J is skewed	Skewed
clear_sky_rad:W is skewed	Skewed
cloud_base_agl:m is skewed	Skewed
diffuse_rad:W is skewed	Skewed

diffuse_rad_1h:J is skewed	Skewed
direct_rad:W is skewed	Skewed
direct_rad_1h:J is skewed	Skewed
effective_cloud_cover:p is skewed	Skewed
fresh_snow_12h:cm is skewed	Skewed
fresh_snow_1h:cm is skewed	Skewed
fresh_snow_24h:cm is skewed	Skewed
fresh_snow_3h:cm is skewed	Skewed
fresh_snow_6h:cm is skewed	Skewed
precip_5min:mm is skewed	Skewed

prob_rime:p is skewed	Skewed
snow_depth:cm is skewed	Skewed
snow_melt_10min:mm is skewed	Skewed
snow_water:kgm2 is skewed	Skewed
super_cooled_liquid_water:kgm2 is skewed	Skewed
total_cloud_cover:p is skewed	Skewed
elevation:m has constant value "24.0"	Constant
snow_density:kgm3 has constant value "250.0"	Constant
snow_drift:idx has constant value "0.0"	Constant
elevation:m has constant length 4	Constant Length

is_day:idx has constant length 3	Constant Length
is_in_shadow:idx has constant length 3	Constant Length
precip_type_5min:idx has constant length 3	Constant Length
snow_density:kgm3 has constant length 5	Constant Length
snow_drift:idx has constant length 3	Constant Length
sun_elevation:d has 11434 (65.05%) negatives	Negatives
wind_speed_u_10m:ms has 8791 (50.02%) negatives	Negatives
wind_speed_v_10m:ms has 3503 (19.93%) negatives	Negatives
clear_sky_energy_1h:J has 10702 (60.89%) zeros	Zeros
clear_sky_rad:W has 11434 (65.05%) zeros	Zeros

diffuse_rad:W has 11437 (65.07%) zeros	Zeros
diffuse_rad_1h:J has 10702 (60.89%) zeros	Zeros
direct_rad:W has 13459 (76.58%) zeros	Zeros
direct_rad_1h:J has 12593 (71.65%) zeros	Zeros
effective_cloud_cover:p has 1007 (5.73%) zeros	Zeros
fresh_snow_12h:cm has 13446 (76.5%) zeros	Zeros
fresh_snow_1h:cm has 16269 (92.56%) zeros	Zeros
fresh_snow_24h:cm has 11886 (67.63%) zeros	Zeros
fresh_snow_3h:cm has 15518 (88.29%) zeros	Zeros
fresh_snow_6h:cm has 14693 (83.6%) zeros	Zeros

precip_5min:mm has 16717 (95.11%) zeros	Zeros
prob_rime:p has 14895 (84.75%) zeros	Zeros
snow_depth:cm has 13898 (79.07%) zeros	Zeros
snow_melt_10min:mm has 17079 (97.17%) zeros	Zeros
snow_water:kgm2 has 12478 (70.99%) zeros	Zeros
super_cooled_liquid_water:kgm2 has 14199 (80.79%) zeros	Zeros
total_cloud_cover:p has 995 (5.66%) zeros	Zeros

Variables

Sort by Reverse order

date_calc

datetime

Distinct Count	184.2588
Approximate Unique (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory Size	137.4 KB
Minimum	2022-10-27 07:00:18
Maximum	2023-04-29 07:00:05

Stats

date_forecast

datetime

Distinct Count	17571.4878
Approximate Unique (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory Size	137.4 KB
Minimum	2022-10-28 22:00:00
Maximum	2023-04-30 23:45:00

Stats

absolute_humidity_2m:gm3

numerical

Approximate Distinct Count	82
Approximate Unique (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	206.0 KB
Mean	3.9273
Minimum	0.8
Maximum	8.9
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

absolute_humidity_2m:gm3 is skewed right (γ1 = 0.3725999891757965)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0.8
5-th Percentile	1.5
Q1	2.8
Median	3.8
Q3	4.9
95-th Percentile	6.8
Maximum	8.9
Range	8.1
IQR	2.1

Descriptive Statistics

Mean	3.9273
Standard Deviation	1.5732107
Variance	2.475
Sum	69027.1016
Skewness	0.3726
Kurtosis	-0.3053
Coefficient of Variation	0.4006

absolute_humidity_2m:gm3 has 146 outliers

air_density_2m:kgm3

numerical

Approximate Distinct Count	177
Approximate Unique (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	206.0 KB
Mean	1.2816
Minimum	1.207
Maximum	1.384
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

air_density_2m:kgm3 is skewed right (γ1 = 0.5156999826431274)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	1.207
5-th Percentile	1.231
Q1	1.261
Median	1.278
Q3	1.301
95-th Percentile	1.344
Maximum	1.384
Range	0.177
IQR	0.04

Descriptive Statistics

Mean	1.2816
Standard Deviation	0.032245856
Variance	0.00104
Sum	22525.0137
Skewness	0.5157
Kurtosis	0.2332
Coefficient of Variation	0.02516

air_density_2m:kgm3 has 388 outliers

ceiling_height_agl:m

numerical

Approximate Distinct Count	10653
Approximate Unique (%)	82.1%
Missing	4596
Missing (%)	26.2%
Infinite	0
Infinite (%)	0.0%
Memory Size	152.1 KB
Mean	3403.2126
Minimum	27.6
Maximum	12115.4004
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

ceiling_height_agl:m is skewed right (γ1 = 0.82669997215271)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	27.6
5-th Percentile	430.98
Q1	1266.375
Median	2871.15
Q3	4948.5499
95-th Percentile	8345.4004
Maximum	12115.4004
Range	12087.8004
IQR	3682.1749

Descriptive Statistics

Mean	3403.2126
Standard Deviation	2507.6
Variance	6.2881e+06
Sum	4.4174e+07
Skewness	0.8267
Kurtosis	-0.07763
Coefficient of Variation	0.7368

ceiling_height_agl:m has 86 outliers

clear_sky_energy_1h:J

numerical

Approximate Distinct Count	6870
Approximate Unique (%)	39.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	206.0 KB
Mean	237646.5944
Minimum	0
Maximum	2.5584e+06
Zeros	10702
Zeros (%)	60.9%
Negatives	0
Negatives (%)	0.0%

clear_sky_energy_1h:J is skewed right (γ1 = 2.523099899291992)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	0
Q1	0
Median	0
Q3	138800.7734
95-th Percentile	1.592e+06
Maximum	2.5584e+06
Range	2.5584e+06
IQR	138800.7734

Descriptive Statistics

Mean	237646.5944
Standard Deviation	518004.7
Variance	2.6833e+11
Sum	4.1769e+09
Skewness	2.5231
Kurtosis	5.6372
Coefficient of Variation	2.1797

clear_sky_energy_1h:J is not normally distributed (p-value 5.737066497673416e-25)

clear_sky_energy_1h:J has 3247 outliers

clear_sky_rad:W

numerical

Approximate Distinct Count	3294
Approximate Unique (%)	18.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	206.0 KB
Mean	66.0131
Minimum	0
Maximum	712.3
Zeros	11434
Zeros (%)	65.0%
Negatives	0
Negatives (%)	0.0%

clear_sky_rad:W is skewed right (γ1 = 2.5223000049591064)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	0
Q1	0
Median	0
Q3	37.8
95-th Percentile	443.4
Maximum	712.3
Range	712.3
IQR	37.8

Descriptive Statistics

Mean	66.0131
Standard Deviation	144.34802
Variance	20836.3516
Sum	1.1602e+06
Skewness	2.5223
Kurtosis	5.6295
Coefficient of Variation	2.1867

clear_sky_rad:W is not normally distributed (p-value 5.715618970782824e-25)

clear_sky_rad:W has 3280 outliers

cloud_base_agl:m

numerical

Approximate Distinct Count	10974
Approximate Unique (%)	74.3%
Missing	2804
Missing (%)	16.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	173.1 KB
Mean	1738.4427
Minimum	27.3
Maximum	10725.5996
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

cloud_base_agl:m is skewed right (γ1 = 1.9569000005722046)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	27.3
5-th Percentile	190
Q1	515.275
Median	989.05
Q3	2067.025
95-th Percentile	6241.7998
Maximum	10725.5996
Range	10698.2996
IQR	1551.75

Descriptive Statistics

Mean	1738.4427
Standard Deviation	1914.491
Variance	3.6653e+06
Sum	2.568e+07
Skewness	1.9569
Kurtosis	3.5921
Coefficient of Variation	1.1013

cloud_base_agl:m is not normally distributed (p-value 1.208038522822342e-09)

cloud_base_agl:m has 1561 outliers

dew_or_rime:idx

categorical

Approximate Distinct Count	3
Approximate Unique (%)	0.0%
Missing	0
Missing (%)	0.0%
Memory Size	1.1 MB

The largest value (0.0) is over 6.11 times larger than the second largest value (-1.0)

Stats Pie Chart Word Cloud Word Frequency Word Length

Length

Mean	3.1348
Standard Deviation	0.3415
Median	3
Minimum	3
Maximum	4

Sample

1st row	1.0
2nd row	1.0
3rd row	1.0
4th row	1.0
5th row	1.0

Letter

Count	0
Lowercase Letter	0
Space Separator	0
Uppercase Letter	0
Dash Punctuation	2369
Decimal Number	35152

The top 2 categories (0.0, -1.0) take over 50.0%

The largest value (00) is over 4.69 times larger than the second largest value (10)

dew_point_2m:K

numerical

Approximate Distinct Count	306
Approximate Unique (%)	1.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	206.0 KB
Mean	269.5056
Minimum	251.9
Maximum	282.4
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

dew_point_2m:K is skewed left (γ1 = -0.4009000062942505)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	251.9
5-th Percentile	258.7
Q1	265.9
Median	269.9
Q3	273.6
95-th Percentile	278.2
Maximum	282.4
Range	30.5
IQR	7.7

Descriptive Statistics

Mean	269.5056
Standard Deviation	5.731794
Variance	32.8535
Sum	4.7368e+06
Skewness	-0.4009
Kurtosis	-0.2256
Coefficient of Variation	0.02127

dew_point_2m:K has 108 outliers

diffuse_rad:W

numerical

Approximate Distinct Count	1864
Approximate Unique (%)	10.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	206.0 KB
Mean	23.3726
Minimum	0
Maximum	319
Zeros	11437
Zeros (%)	65.1%
Negatives	0
Negatives (%)	0.0%

diffuse_rad:W is skewed right (γ1 = 2.50819993019104)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	0
Q1	0
Median	0
Q3	23.3
95-th Percentile	131.125
Maximum	319
Range	319
IQR	23.3

Descriptive Statistics

Mean	23.3726
Standard Deviation	46.999947
Variance	2208.995
Sum	410796.4062
Skewness	2.5082
Kurtosis	6.4986
Coefficient of Variation	2.0109

diffuse_rad:W is not normally distributed (p-value 6.111446902990997e-25)

diffuse_rad:W has 2824 outliers

diffuse_rad_1h:J

numerical

Approximate Distinct Count	6870
Approximate Unique (%)	39.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	206.0 KB
Mean	84142.2085
Minimum	0
Maximum	1.1117e+06
Zeros	10702
Zeros (%)	60.9%
Negatives	0
Negatives (%)	0.0%

diffuse_rad_1h:J is skewed right (γ1 = 2.4986000061035156)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	0
Q1	0
Median	0
Q3	81774.5527
95-th Percentile	469699.3516
Maximum	1.1117e+06
Range	1.1117e+06
IQR	81774.5527

Descriptive Statistics

Mean	84142.2085
Standard Deviation	166938.83
Variance	2.7869e+10
Sum	1.4789e+09
Skewness	2.4986
Kurtosis	6.4153
Coefficient of Variation	1.984

diffuse_rad_1h:J is not normally distributed (p-value 7.003462545291067e-25)

diffuse_rad_1h:J has 2826 outliers

direct_rad:W

numerical

Approximate Distinct Count	1975
Approximate Unique (%)	11.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	206.0 KB
Mean	25.4399
Minimum	0
Maximum	531.4
Zeros	13459
Zeros (%)	76.6%
Negatives	0
Negatives (%)	0.0%

direct_rad:W is skewed right (γ1 = 3.9279000759124756)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	0
Q1	0
Median	0
Q3	0
95-th Percentile	142.25
Maximum	531.4
Range	531.4
IQR	0

Descriptive Statistics

Mean	25.4399
Standard Deviation	79.14526
Variance	6263.9728
Sum	447131.5938
Skewness	3.9279
Kurtosis	15.7084
Coefficient of Variation	3.1111

direct_rad:W is not normally distributed (p-value 4.60790780995188e-25)

direct_rad:W has 4117 outliers

direct_rad_1h:J

numerical

Approximate Distinct Count	4829
Approximate Unique (%)	27.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	206.0 KB
Mean	91583.4247
Minimum	0
Maximum	1.8973e+06
Zeros	12593
Zeros (%)	71.7%
Negatives	0
Negatives (%)	0.0%

direct_rad_1h:J is skewed right (γ1 = 3.9303998947143555)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	0
Q1	0
Median	0
Q3	2711.8
95-th Percentile	640446.4219
Maximum	1.8973e+06
Range	1.8973e+06
IQR	2711.8

Descriptive Statistics

Mean	91583.4247
Standard Deviation	281297.2
Variance	7.9128e+10
Sum	1.6097e+09
Skewness	3.9304
Kurtosis	15.7445
Coefficient of Variation	3.0715

direct_rad_1h:J is not normally distributed (p-value 4.806723664087368e-25)

direct_rad_1h:J has 4200 outliers

effective_cloud_cover:p

numerical

Approximate Distinct Count	1001
Approximate Unique (%)	5.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	206.0 KB
Mean	67.136
Minimum	0
Maximum	100
Zeros	1007
Zeros (%)	5.7%
Negatives	0
Negatives (%)	0.0%

effective_cloud_cover:p is skewed left (γ1 = -0.730400025844574)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	0
Q1	37.875
Median	84.6
Q3	99.9
95-th Percentile	100
Maximum	100
Range	100
IQR	62.025

Descriptive Statistics

Mean	67.136
Standard Deviation	36.96929
Variance	1366.7285
Sum	1.18e+06
Skewness	-0.7304
Kurtosis	-1.0255
Coefficient of Variation	0.5507

effective_cloud_cover:p is not normally distributed (p-value 1.2508545739228161e-23)

elevation:m

categorical

Approximate Distinct Count	1
Approximate Unique (%)	0.0%
Missing	0
Missing (%)	0.0%
Memory Size	1.2 MB

Stats Pie Chart Word Cloud Word Frequency Word Length

Length

Mean	4
Standard Deviation	0
Median	4
Minimum	4
Maximum	4

Sample

1st row	24.0
2nd row	24.0
3rd row	24.0
4th row	24.0
5th row	24.0

Letter

Count	0
Lowercase Letter	0
Space Separator	0
Uppercase Letter	0
Dash Punctuation	0
Decimal Number	52728

elevation:m has words of constant length

fresh_snow_12h:cm

numerical

Approximate Distinct Count	108
Approximate Unique (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	206.0 KB
Mean	0.6015
Minimum	0
Maximum	18
Zeros	13446
Zeros (%)	76.5%
Negatives	0
Negatives (%)	0.0%

fresh_snow_12h:cm is skewed right (γ1 = 4.272299766540527)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	0
Q1	0
Median	0
Q3	0
95-th Percentile	3.7
Maximum	18
Range	18
IQR	0

Descriptive Statistics

Mean	0.6015
Standard Deviation	1.669007
Variance	2.7856
Sum	10572
Skewness	4.2723
Kurtosis	24.8941
Coefficient of Variation	2.7747

fresh_snow_12h:cm is not normally distributed (p-value 5.386048335711365e-25)

fresh_snow_12h:cm has 4130 outliers

fresh_snow_1h:cm

numerical

Approximate Distinct Count	30
Approximate Unique (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	206.0 KB
Mean	0.04968
Minimum	0
Maximum	4.3
Zeros	16269
Zeros (%)	92.6%
Negatives	0
Negatives (%)	0.0%

fresh_snow_1h:cm is skewed right (γ1 = 7.849999904632568)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	0
Q1	0
Median	0
Q3	0
95-th Percentile	0.3
Maximum	4.3
Range	4.3
IQR	0

Descriptive Statistics

Mean	0.04968
Standard Deviation	0.2350144
Variance	0.05523
Sum	873.2
Skewness	7.85
Kurtosis	87.0855
Coefficient of Variation	4.7304

fresh_snow_1h:cm is not normally distributed (p-value 4.360394447844741e-25)

fresh_snow_1h:cm has 1307 outliers

fresh_snow_24h:cm

numerical

Approximate Distinct Count	164
Approximate Unique (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	206.0 KB
Mean	1.158
Minimum	0
Maximum	20.1
Zeros	11886
Zeros (%)	67.6%
Negatives	0
Negatives (%)	0.0%

fresh_snow_24h:cm is skewed right (γ1 = 3.118799924850464)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	0
Q1	0
Median	0
Q3	0.8
95-th Percentile	7.1
Maximum	20.1
Range	20.1
IQR	0.8

Descriptive Statistics

Mean	1.158
Standard Deviation	2.6251314
Variance	6.8913
Sum	20353.5
Skewness	3.1188
Kurtosis	11.1816
Coefficient of Variation	2.2669

fresh_snow_24h:cm is not normally distributed (p-value 6.174221266624191e-25)

fresh_snow_24h:cm has 2987 outliers

fresh_snow_3h:cm

numerical

Approximate Distinct Count	56
Approximate Unique (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	206.0 KB
Mean	0.1489
Minimum	0
Maximum	10.3
Zeros	15518
Zeros (%)	88.3%
Negatives	0
Negatives (%)	0.0%

fresh_snow_3h:cm is skewed right (γ1 = 6.511199951171875)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	0
Q1	0
Median	0
Q3	0
95-th Percentile	0.9
Maximum	10.3
Range	10.3
IQR	0

Descriptive Statistics

Mean	0.1489
Standard Deviation	0.58013785
Variance	0.3366
Sum	2617.8
Skewness	6.5112
Kurtosis	62.088
Coefficient of Variation	3.8951

fresh_snow_3h:cm is not normally distributed (p-value 4.476622792935123e-25)

fresh_snow_3h:cm has 2058 outliers

fresh_snow_6h:cm

numerical

Approximate Distinct Count	75
Approximate Unique (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	206.0 KB
Mean	0.2983
Minimum	0
Maximum	15.4
Zeros	14693
Zeros (%)	83.6%
Negatives	0
Negatives (%)	0.0%

fresh_snow_6h:cm is skewed right (γ1 = 5.5467000007629395)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	0
Q1	0
Median	0
Q3	0
95-th Percentile	2.2
Maximum	15.4
Range	15.4
IQR	0

Descriptive Statistics

Mean	0.2983
Standard Deviation	0.9939361
Variance	0.9879
Sum	5243.4995
Skewness	5.5467
Kurtosis	46.059
Coefficient of Variation	3.3316

fresh_snow_6h:cm is not normally distributed (p-value 4.719755303497761e-25)

fresh_snow_6h:cm has 2883 outliers

is_day:idx

categorical

Approximate Distinct Count	2
Approximate Unique (%)	0.0%
Missing	0
Missing (%)	0.0%
Memory Size	1.1 MB

The largest value (0.0) is over 1.86 times larger than the second largest value (1.0)

Stats Pie Chart Word Cloud Word Frequency Word Length

Length

Mean	3
Standard Deviation	0
Median	3
Minimum	3
Maximum	3

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Letter

Count	0
Lowercase Letter	0
Space Separator	0
Uppercase Letter	0
Dash Punctuation	0
Decimal Number	35152

The top 2 categories (0.0, 1.0) take over 50.0%

The largest value (00) is over 1.86 times larger than the second largest value (10)
is_day:idx has words of constant length

is_in_shadow:idx

categorical

Approximate Distinct Count	2
Approximate Unique (%)	0.0%
Missing	0
Missing (%)	0.0%
Memory Size	1.1 MB

The largest value (1.0) is over 2.86 times larger than the second largest value (0.0)

Stats Pie Chart Word Cloud Word Frequency Word Length

Length

Mean	3
Standard Deviation	0
Median	3
Minimum	3
Maximum	3

Sample

1st row	1.0
2nd row	1.0
3rd row	1.0
4th row	1.0
5th row	1.0

Letter

Count	0
Lowercase Letter	0
Space Separator	0
Uppercase Letter	0
Dash Punctuation	0
Decimal Number	35152

The top 2 categories (1.0, 0.0) take over 50.0%

The largest value (10) is over 2.86 times larger than the second largest value (00)
is_in_shadow:idx has words of constant length

msl_pressure:hPa

numerical

Approximate Distinct Count	700
Approximate Unique (%)	4.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	206.0 KB
Mean	1009.3957
Minimum	970.6
Maximum	1041.2
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

msl_pressure:hPa is skewed left (γ1 = -0.09920000284910202)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	970.6
5-th Percentile	984.975
Q1	999.1
Median	1009.6
Q3	1019.4
95-th Percentile	1032.9
Maximum	1041.2
Range	70.6
IQR	20.3

Descriptive Statistics

Mean	1009.3957
Standard Deviation	14.345396
Variance	205.7904
Sum	1.7741e+07
Skewness	-0.09917
Kurtosis	-0.5134
Coefficient of Variation	0.01421

msl_pressure:hPa is not normally distributed (p-value 0.007140786901930416)

precip_5min:mm

numerical

Approximate Distinct Count	24
Approximate Unique (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	206.0 KB
Mean	0.004569
Minimum	0
Maximum	0.35
Zeros	16717
Zeros (%)	95.1%
Negatives	0
Negatives (%)	0.0%

precip_5min:mm is skewed right (γ1 = 6.646500110626221)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	0
Q1	0
Median	0
Q3	0
95-th Percentile	0
Maximum	0.35
Range	0.35
IQR	0

Descriptive Statistics

Mean	0.004569
Standard Deviation	0.023048382
Variance	0.00053123
Sum	80.3
Skewness	6.6465
Kurtosis	55.8695
Coefficient of Variation	5.0448

precip_5min:mm is not normally distributed (p-value 4.287763407853022e-25)

precip_5min:mm has 859 outliers

precip_type_5min:idx

categorical

Approximate Distinct Count	4
Approximate Unique (%)	0.0%
Missing	0
Missing (%)	0.0%
Memory Size	1.1 MB

The largest value (0.0) is over 40.28 times larger than the second largest value (1.0)

Stats Pie Chart Word Cloud Word Frequency Word Length

Length

Mean	3
Standard Deviation	0
Median	3
Minimum	3
Maximum	3

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Letter

Count	0
Lowercase Letter	0
Space Separator	0
Uppercase Letter	0
Dash Punctuation	0
Decimal Number	35152

The top 2 categories (0.0, 1.0) take over 50.0%

The largest value (00) is over 40.28 times larger than the second largest value (10)
precip_type_5min:idx has words of constant length

pressure_100m:hPa

numerical

Approximate Distinct Count	697
Approximate Unique (%)	4.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	206.0 KB
Mean	993.6895
Minimum	955.7
Maximum	1025.6
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

pressure_100m:hPa is skewed left (γ1 = -0.0885000005364418)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	955.7
5-th Percentile	969.6
Q1	983.5
Median	993.8
Q3	1003.6
95-th Percentile	1016.9
Maximum	1025.6
Range	69.9
IQR	20.1

Descriptive Statistics

Mean	993.6895
Standard Deviation	14.165541
Variance	200.6625
Sum	1.7465e+07
Skewness	-0.08854
Kurtosis	-0.5151
Coefficient of Variation	0.01426

pressure_50m:hPa

numerical

Approximate Distinct Count	698
Approximate Unique (%)	4.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	206.0 KB
Mean	999.9357
Minimum	961.6
Maximum	1031.9
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

pressure_50m:hPa is skewed left (γ1 = -0.09369999915361404)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	961.6
5-th Percentile	975.7
Q1	989.775
Median	1000.1
Q3	1009.9
95-th Percentile	1023.3
Maximum	1031.9
Range	70.3
IQR	20.125

Descriptive Statistics

Mean	999.9357
Standard Deviation	14.2387
Variance	202.7406
Sum	1.7575e+07
Skewness	-0.09367
Kurtosis	-0.5134
Coefficient of Variation	0.01424

prob_rime:p

numerical

Approximate Distinct Count	691
Approximate Unique (%)	3.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	206.0 KB
Mean	3.5354
Minimum	0
Maximum	92.2
Zeros	14895
Zeros (%)	84.8%
Negatives	0
Negatives (%)	0.0%

prob_rime:p is skewed right (γ1 = 4.050899982452393)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	0
Q1	0
Median	0
Q3	0
95-th Percentile	27.4
Maximum	92.2
Range	92.2
IQR	0

Descriptive Statistics

Mean	3.5354
Standard Deviation	11.433092
Variance	130.7156
Sum	62137.8984
Skewness	4.0509
Kurtosis	17.9207
Coefficient of Variation	3.2339

prob_rime:p is not normally distributed (p-value 4.331069922467546e-25)

prob_rime:p has 2681 outliers

rain_water:kgm2

categorical

Approximate Distinct Count	5
Approximate Unique (%)	0.0%
Missing	0
Missing (%)	0.0%
Memory Size	1.1 MB

The largest value (0.0) is over 51.4 times larger than the second largest value (0.10000000149011612)

Stats Pie Chart Word Cloud Word Frequency Word Length

Length

Mean	3.3702
Standard Deviation	2.4043
Median	3
Minimum	3
Maximum	19

Sample

1st row	0.0
2nd row	0.0
3rd row	0.1000000014901161...
4th row	0.1000000014901161...
5th row	0.1000000014901161...

Letter

Count	0
Lowercase Letter	0
Space Separator	0
Uppercase Letter	0
Dash Punctuation	0
Decimal Number	41658

The top 2 categories (0.0, 0.10000000149011612) take over 50.0%

The largest value (00) is over 51.4 times larger than the second largest value (010000000149011612)

relative_humidity_1000hPa:p

numerical

Approximate Distinct Count	766
Approximate Unique (%)	4.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	206.0 KB
Mean	72.5769
Minimum	21.1
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

relative_humidity_1000hPa:p is skewed left (γ1 = -0.5898000001907349)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	21.1
5-th Percentile	47.2
Q1	62.6
Median	74.5
Q3	83.7
95-th Percentile	93
Maximum	100
Range	78.9
IQR	21.1

Descriptive Statistics

Mean	72.5769
Standard Deviation	14.394813
Variance	207.2106
Sum	1.2756e+06
Skewness	-0.5898
Kurtosis	0.05505
Coefficient of Variation	0.1983

relative_humidity_1000hPa:p is not normally distributed (p-value 2.168859456902805e-07)

relative_humidity_1000hPa:p has 145 outliers

sfc_pressure:hPa

numerical

Approximate Distinct Count	703
Approximate Unique (%)	4.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	206.0 KB
Mean	1006.2101
Minimum	967.6
Maximum	1038.4
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

sfc_pressure:hPa is skewed left (γ1 = -0.09870000183582306)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	967.6
5-th Percentile	981.8
Q1	996
Median	1006.4
Q3	1016.3
95-th Percentile	1029.6
Maximum	1038.4
Range	70.8
IQR	20.3

Descriptive Statistics

Mean	1006.2101
Standard Deviation	14.312905
Variance	204.8593
Sum	1.7685e+07
Skewness	-0.09868
Kurtosis	-0.512
Coefficient of Variation	0.01422

snow_density:kgm3

categorical

Approximate Distinct Count	1
Approximate Unique (%)	0.0%
Missing	13898
Missing (%)	79.1%
Memory Size	251.4 KB

Stats Pie Chart Word Cloud Word Frequency Word Length

Length

Mean	5
Standard Deviation	0
Median	5
Minimum	5
Maximum	5

Sample

1st row	250.0
2nd row	250.0
3rd row	250.0
4th row	250.0
5th row	250.0

Letter

Count	0
Lowercase Letter	0
Space Separator	0
Uppercase Letter	0
Dash Punctuation	0
Decimal Number	14712

snow_density:kgm3 has words of constant length

snow_depth:cm

numerical

Approximate Distinct Count	100
Approximate Unique (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	206.0 KB
Mean	0.8123
Minimum	0
Maximum	10.1
Zeros	13898
Zeros (%)	79.1%
Negatives	0
Negatives (%)	0.0%

snow_depth:cm is skewed right (γ1 = 2.6308000087738037)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	0
Q1	0
Median	0
Q3	0
95-th Percentile	5.6
Maximum	10.1
Range	10.1
IQR	0

Descriptive Statistics

Mean	0.8123
Standard Deviation	1.9969075
Variance	3.9876
Sum	14277.1006
Skewness	2.6308
Kurtosis	6.1146
Coefficient of Variation	2.4583

snow_depth:cm is not normally distributed (p-value 4.4832048133913665e-25)

snow_depth:cm has 3678 outliers

snow_drift:idx

categorical

Approximate Distinct Count	1
Approximate Unique (%)	0.0%
Missing	0
Missing (%)	0.0%
Memory Size	1.1 MB

Stats Pie Chart Word Cloud Word Frequency Word Length

Length

Mean	3
Standard Deviation	0
Median	3
Minimum	3
Maximum	3

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Letter

Count	0
Lowercase Letter	0
Space Separator	0
Uppercase Letter	0
Dash Punctuation	0
Decimal Number	35152

snow_drift:idx has words of constant length

snow_melt_10min:mm

numerical

Approximate Distinct Count	15
Approximate Unique (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	206.0 KB
Mean	0.001245
Minimum	0
Maximum	0.14
Zeros	17079
Zeros (%)	97.2%
Negatives	0
Negatives (%)	0.0%

snow_melt_10min:mm is skewed right (γ1 = 9.587499618530273)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	0
Q1	0
Median	0
Q3	0
95-th Percentile	0
Maximum	0.14
Range	0.14
IQR	0

Descriptive Statistics

Mean	0.001245
Standard Deviation	0.009015987
Variance	8.1288e-05
Sum	21.89
Skewness	9.5875
Kurtosis	108.701
Coefficient of Variation	7.2391

snow_melt_10min:mm is not normally distributed (p-value 4.2480626984053105e-25)

snow_melt_10min:mm has 497 outliers

snow_water:kgm2

numerical

Approximate Distinct Count	25
Approximate Unique (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	206.0 KB
Mean	0.07559
Minimum	0
Maximum	3
Zeros	12478
Zeros (%)	71.0%
Negatives	0
Negatives (%)	0.0%

snow_water:kgm2 is skewed right (γ1 = 4.56220006942749)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	0
Q1	0
Median	0
Q3	0.1
95-th Percentile	0.4
Maximum	3
Range	3
IQR	0.1

Descriptive Statistics

Mean	0.07559
Standard Deviation	0.18537326
Variance	0.03436
Sum	1328.5
Skewness	4.5622
Kurtosis	30.1379
Coefficient of Variation	2.4525

snow_water:kgm2 is not normally distributed (p-value 4.271501074911592e-24)

snow_water:kgm2 has 1696 outliers

sun_azimuth:d

numerical

Approximate Distinct Count	17145
Approximate Unique (%)	97.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	206.0 KB
Mean	179.6743
Minimum	0.009
Maximum	359.987
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

sun_azimuth:d is skewed right (γ1 = 0.0007999999797903001)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0.009
5-th Percentile	21.5778
Q1	94.6728
Median	179.508
Q3	264.5612
95-th Percentile	337.844
Maximum	359.987
Range	359.978
IQR	169.8885

Descriptive Statistics

Mean	179.6743
Standard Deviation	100.13614
Variance	10027.2463
Sum	3.158e+06
Skewness	0.00081929
Kurtosis	-1.1522
Coefficient of Variation	0.5573

sun_elevation:d

numerical

Approximate Distinct Count	15783
Approximate Unique (%)	89.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	206.0 KB
Mean	-10.6906
Minimum	-50.042
Maximum	41.234
Zeros	0
Zeros (%)	0.0%
Negatives	11434
Negatives (%)	65.0%

sun_elevation:d is skewed right (γ1 = 0.07900000363588333)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	-50.042
5-th Percentile	-45.4345
Q1	-28.2203
Median	-9.9195
Q3	4.516
95-th Percentile	26.4592
Maximum	41.234
Range	91.276
IQR	32.7362

Descriptive Statistics

Mean	-10.6906
Standard Deviation	21.710524
Variance	471.3468
Sum	-187897.2031
Skewness	0.07899
Kurtosis	-0.7847
Coefficient of Variation	-2.0308

super_cooled_liquid_water:kgm2

numerical

Approximate Distinct Count	10
Approximate Unique (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	206.0 KB
Mean	0.03355
Minimum	0
Maximum	0.9
Zeros	14199
Zeros (%)	80.8%
Negatives	0
Negatives (%)	0.0%

super_cooled_liquid_water:kgm2 is skewed right (γ1 = 3.263000011444092)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	0
Q1	0
Median	0
Q3	0
95-th Percentile	0.2
Maximum	0.9
Range	0.9
IQR	0

Descriptive Statistics

Mean	0.03355
Standard Deviation	0.08381427
Variance	0.007025
Sum	589.6
Skewness	3.263
Kurtosis	12.8474
Coefficient of Variation	2.4985

super_cooled_liquid_water:kgm2 is not normally distributed (p-value 1.3090927022768662e-24)

super_cooled_liquid_water:kgm2 has 3377 outliers

t_1000hPa:K

numerical

Approximate Distinct Count	267
Approximate Unique (%)	1.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	206.0 KB
Mean	274.7699
Minimum	259.5
Maximum	286.1
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

t_1000hPa:K is skewed left (γ1 = -0.22210000455379486)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	259.5
5-th Percentile	266.8
Q1	271.9
Median	274.7
Q3	277.9
95-th Percentile	282.4
Maximum	286.1
Range	26.6
IQR	6

Descriptive Statistics

Mean	274.7699
Standard Deviation	4.6740966
Variance	21.8472
Sum	4.8294e+06
Skewness	-0.2221
Kurtosis	0.01724
Coefficient of Variation	0.01701

t_1000hPa:K has 186 outliers

total_cloud_cover:p

numerical

Approximate Distinct Count	997
Approximate Unique (%)	5.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	206.0 KB
Mean	72.6958
Minimum	0
Maximum	100
Zeros	995
Zeros (%)	5.7%
Negatives	0
Negatives (%)	0.0%

total_cloud_cover:p is skewed left (γ1 = -1.0098999738693237)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	0
Q1	46.375
Median	97.4
Q3	100
95-th Percentile	100
Maximum	100
Range	100
IQR	53.625

Descriptive Statistics

Mean	72.6958
Standard Deviation	37.26877
Variance	1388.9611
Sum	1.2777e+06
Skewness	-1.0099
Kurtosis	-0.652
Coefficient of Variation	0.5127

total_cloud_cover:p is not normally distributed (p-value 2.702752701172097e-24)

visibility:m

numerical

Approximate Distinct Count	17310
Approximate Unique (%)	98.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	206.0 KB
Mean	34643.5576
Minimum	160.2
Maximum	76737.7969
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

visibility:m is skewed left (γ1 = -0.181099995970726)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	160.2
5-th Percentile	5337.3751
Q1	20512.0249
Median	36348.6504
Q3	49470.3496
95-th Percentile	59751.0264
Maximum	76737.7969
Range	76577.5969
IQR	28958.3247

Descriptive Statistics

Mean	34643.5576
Standard Deviation	17485.355
Variance	3.0574e+08
Sum	6.089e+08
Skewness	-0.1811
Kurtosis	-1.0447
Coefficient of Variation	0.5047

wind_speed_10m:ms

numerical

Approximate Distinct Count	95
Approximate Unique (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	206.0 KB
Mean	2.9172
Minimum	0
Maximum	9.4
Zeros	2
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

wind_speed_10m:ms is skewed right (γ1 = 0.7591000199317932)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	0.8
Q1	1.7
Median	2.6
Q3	3.9
95-th Percentile	6
Maximum	9.4
Range	9.4
IQR	2.2

Descriptive Statistics

Mean	2.9172
Standard Deviation	1.5896943
Variance	2.5271
Sum	51272.6992
Skewness	0.7591
Kurtosis	0.1187
Coefficient of Variation	0.5449

wind_speed_10m:ms has 162 outliers

wind_speed_u_10m:ms

numerical

Approximate Distinct Count	157
Approximate Unique (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	206.0 KB
Mean	0.1501
Minimum	-6.4
Maximum	9.2
Zeros	487
Zeros (%)	2.8%
Negatives	8791
Negatives (%)	50.0%

wind_speed_u_10m:ms is skewed right (γ1 = 0.6169000267982483)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	-6.4
5-th Percentile	-3.3
Q1	-1.5
Median	-0.1
Q3	1.2
95-th Percentile	5
Maximum	9.2
Range	15.6
IQR	2.7

Descriptive Statistics

Mean	0.1501
Standard Deviation	2.487083
Variance	6.1856
Sum	2639.0005
Skewness	0.6169
Kurtosis	0.2395
Coefficient of Variation	16.5642

wind_speed_u_10m:ms is not normally distributed (p-value 0.005927392751820287)

wind_speed_u_10m:ms has 799 outliers

wind_speed_v_10m:ms

numerical

Approximate Distinct Count	128
Approximate Unique (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	206.0 KB
Mean	1.3204
Minimum	-5
Maximum	7.7
Zeros	194
Zeros (%)	1.1%
Negatives	3503
Negatives (%)	19.9%

wind_speed_v_10m:ms is skewed left (γ1 = -0.06539999693632126)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	-5
5-th Percentile	-1.725
Q1	0.3
Median	1.3
Q3	2.4
95-th Percentile	4.3
Maximum	7.7
Range	12.7
IQR	2.1

Descriptive Statistics

Mean	1.3204
Standard Deviation	1.7566715
Variance	3.0859
Sum	23207.3008
Skewness	-0.06538
Kurtosis	0.3894
Coefficient of Variation	1.3304

wind_speed_v_10m:ms is not normally distributed (p-value 5.79497061150771e-05)

wind_speed_v_10m:ms has 370 outliers

wind_speed_w_1000hPa:ms

categorical

Approximate Distinct Count	4
Approximate Unique (%)	0.0%
Missing	0
Missing (%)	0.0%
Memory Size	1.2 MB

The largest value (-0.0) is over 3.25 times larger than the second largest value (0.0)

Stats Pie Chart Word Cloud Word Frequency Word Length

Length

Mean	3.9227
Standard Deviation	1.6428
Median	4
Minimum	3
Maximum	20

Sample

1st row	-0.0
2nd row	-0.0
3rd row	-0.0
4th row	-0.0
5th row	-0.0

Letter

Count	0
Lowercase Letter	0
Space Separator	0
Uppercase Letter	0
Dash Punctuation	13466
Decimal Number	37904

The top 2 categories (-0.0, 0.0) take over 50.0%

The largest value (00) is over 101.19 times larger than the second largest value (010000000149011612)